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Preparations
Resources
Packages
Sessions
Day 1
Introduction RStudio
Introduction R
Functions
Data frames & tibbles
Tidyverse and readr
Day 2
Ggplot2
Dplyr
Day 3
Tidyr
Statistical tests
Day 4
Bring your own data
Extras
Common R errors
Good practice coding
AI Tools
Downloads
R Script Day 1
R Script Day 2
R Script Day 3
BYOD
Wine dataset
Paralympics dataset
Ice cover dataset
RNAseq dataset
Source Code
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1
Task
1.1
Get started
1.2
Exploratory plots
1.2.1
Relationship between bill length and bill depth (scatterplot)
1.2.2
Difference in flipper length between species (boxplot)
1.2.3
Differences between body mass of male and female penguins (boxplot)
1.2.4
Distribution of flipper length between species (histogram)
1.2.5
Penguin flipper length by species and sex (heatmap)
1.3
Beautify the plots
1.3.1
Beautify the plots from Task 1
1.3.2
Can you reproduce this plot?
1.4
Save one of the plots on your machine
1.5
References
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Data visualization with ggplot2